ACCESSAGILITY

Author

Joseph H

1 Intoduction

Hello, I’m Joseph from Morocco.

Inspired by Hans Rosling’s TED Talk, I taught myself data scraping, analysis, and visualization.
This non-academic approach has given me a unique perspective, as reflected in my projects—though it also means I may require a thorough onboarding process to align with team standards.

I’m open to starting as an intern, either full-time or part-time. Regarding time zones, I’m in UTC+1, but I’m flexible and can adjust my schedule to accommodate the team’s needs.

Feel free to reach me at joseph.ergo@proton.me, and to visit my website for more projects josephelhaddad.github.io.

This custom report, generated from processing 1.4 TB of public data locally, aims to explore the workforce dynamics of a company—up to 2020.
Essentially, I am doing research on a company that does research.

2 About the project

The project came to life after realizing that web scraping doesn’t allow deep-level filtering—without consuming too much time.The irony is, this project itself took me about a month, but the final RDB contains more data than I could ever scrape.

The raw data was 1.4 TB in size and holds information previously scraped.
Processing was done on my local machine using Python, Polars, and DuckDB, following this workflow:
- Processed raw data into structured Parquet files using Polars.
- Transformed each Parquet file into mini RDBs using Polars.
- Merged all mini RDBs into one using DuckDB.
- Analyzed and filtered data to fit the current project.

Alt text

3 EDA

3.1 information technology and services indestry’s yearly new recruit count

3.2 accessagility’s workforce status over the years

4 Workforce sample

4.1 Aaron Milburn

Job title: Network engineer
Socials: https://indeed.com/r/aaron-milburn | https://linkedin.com/in/aaronhmilburn

4.1.1 Aaron Milburn’s working period at accessagility

4.1.2 Gantt plot of Aaron Milburn’s experience

4.2 Andrew Shriver

Job title: Project coordinator
Socials: https://linkedin.com/in/andrew-shriver-01489415b

4.2.1 Andrew Shriver’s working period at accessagility

4.2.2 Gantt plot of Andrew Shriver’s experience

4.3 Andrew Vogan

Job title: Network technician
Socials: https://facebook.com/drew.vogan | https://linkedin.com/in/andrew-vogan-6b610b88

4.3.1 Andrew Vogan’s working period at accessagility

4.3.2 Gantt plot of Andrew Vogan’s experience

4.4 Angela Nguyen

Job title: Network technician
Socials: https://linkedin.com/in/anguyen823 | https://linkedin.com/in/nguyena9

4.4.1 Angela Nguyen’s working period at accessagility

4.4.2 Gantt plot of Angela Nguyen’s experience

4.5 Bill Jobst

Job title: Director of business development
Socials: https://linkedin.com/in/billjobst | https://linkedin.com/in/bill-jobst-9b48001

4.5.1 Bill Jobst’s working period at accessagility

4.5.2 Gantt plot of Bill Jobst’s experience

4.6 Brandon Lee

Job title: Network engineer project lead
Socials: https://linkedin.com/in/brandon-lee-b4419979

4.6.1 Brandon Lee’s working period at accessagility

4.6.2 Gantt plot of Brandon Lee’s experience

4.7 Brittany Dunlevy

Job title: Technical writer and coordinator
Socials: https://linkedin.com/in/brittanysk

4.7.1 Brittany Dunlevy’s working period at accessagility

4.7.2 Gantt plot of Brittany Dunlevy’s experience

4.8 Christopher Meyer

Job title: Network technician
Socials: https://linkedin.com/in/christopher-meyer-b511346b

4.8.1 Christopher Meyer’s working period at accessagility

4.8.2 Gantt plot of Christopher Meyer’s experience

4.9 Eric Mdm

Job title: Vice president
Socials: https://linkedin.com/in/ericrasmussenmd | https://facebook.com/rasmussene | https://youtube.com/user/rasmussene

4.9.1 Eric Mdm’s working period at accessagility

4.9.2 Gantt plot of Eric Mdm’s experience

4.10 Hakan Acikgoz

Job title: Technical director and project engineer
Socials: https://linkedin.com/in/hakan-acikgoz-47355574

4.10.1 Hakan Acikgoz’s working period at accessagility

4.10.2 Gantt plot of Hakan Acikgoz’s experience

4.11 Holly Gottlieb

Job title: Sewp deputy program manager
Socials: https://linkedin.com/in/holly-gottlieb-b5a59962 | https://facebook.com/holly.e.gottlieb

4.11.1 Holly Gottlieb’s working period at accessagility

4.11.2 Gantt plot of Holly Gottlieb’s experience

4.12 Jack Harrison

Job title: Network technician
Socials: https://linkedin.com/in/jack-harrison-a19076160

4.12.1 Jack Harrison’s working period at accessagility

4.12.2 Gantt plot of Jack Harrison’s experience

4.13 Joe Stern

Job title: Business development representative
Socials: https://linkedin.com/in/joe-stern-a7260963

4.13.1 Joe Stern’s working period at accessagility

4.13.2 Gantt plot of Joe Stern’s experience

4.14 John Yeh

Job title: Senior wireless consultant
Socials: https://facebook.com/johndotyeh | https://youtube.com/user/jfyeh | https://linkedin.com/in/joyeh | https://linkedin.com/in/john-yeh-65bb4837

4.14.1 John Yeh’s working period at accessagility

4.14.2 Gantt plot of John Yeh’s experience

4.15 Joseph Kiernan

Job title: Network technician
Socials: https://linkedin.com/in/joseph-kiernan-74485321 | https://twitter.com/binarypenguin01

4.15.1 Joseph Kiernan’s working period at accessagility

4.15.2 Gantt plot of Joseph Kiernan’s experience

4.16 Julian Beh

Job title: Network engineer
Socials: https://linkedin.com/in/julian-beh-781351107

4.16.1 Julian Beh’s working period at accessagility

4.16.2 Gantt plot of Julian Beh’s experience

4.17 Kenan Pulak

4.17.1 Kenan Pulak’s working period at accessagility

4.17.2 Gantt plot of Kenan Pulak’s experience

4.18 Mdm Eric Rasmussen

Job title: Vice president
Socials: https://facebook.com/rasmussene | https://youtube.com/user/rasmussene | https://linkedin.com/in/eric-rasmussen-md-mdm-facp-4865282 | https://linkedin.com/in/ericrasmussenmd

4.18.1 Mdm Eric Rasmussen’s working period at accessagility

4.18.2 Gantt plot of Mdm Eric Rasmussen’s experience

4.19 Mujtabaa Hasan

Job title: Network engineer
Socials: https://facebook.com/mujtabaa.hasan | https://linkedin.com/in/mujtabaa-hasan-5a764b73

4.19.1 Mujtabaa Hasan’s working period at accessagility

4.19.2 Gantt plot of Mujtabaa Hasan’s experience

4.20 Taylan Akselioglu

Job title: Vice president of operations
Socials: https://linkedin.com/in/taylan-akselioglu-836110

4.20.1 Taylan Akselioglu’s working period at accessagility

4.20.2 Gantt plot of Taylan Akselioglu’s experience

4.21 Wilfredo Gomez

Job title: Network engineer
Socials: https://linkedin.com/in/wgomez142

4.21.1 Wilfredo Gomez’s working period at accessagility

4.21.2 Gantt plot of Wilfredo Gomez’s experience

4.22 William Zarco

Job title: Network technician
Socials: https://linkedin.com/in/william-zarco-7ab412196

4.22.1 William Zarco’s working period at accessagility

4.22.2 Gantt plot of William Zarco’s experience

4.23 Zachary King

Job title: Administrative project coordinator
Socials: https://linkedin.com/in/zachary-king-01966b50 | https://facebook.com/zachary.king.338

4.23.1 Zachary King’s working period at accessagility

4.23.2 Gantt plot of Zachary King’s experience

4.24 Zaib Kaleem

Job title: Vice president
Socials: https://twitter.com/wlanbook | https://linkedin.com/in/zaib-kaleem-499128 | https://linkedin.com/in/zaibkaleem

4.24.1 Zaib Kaleem’s working period at accessagility

4.24.2 Gantt plot of Zaib Kaleem’s experience

4.25 Zhi Zan

Job title: Senior accountant
Socials: https://linkedin.com/in/zhizan | https://linkedin.com/in/adamzan